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05/16/2022
Exploring Diversity-based Active Learning for 3D Object Detection in Autonomous Driving
3D object detection has recently received much attention due to its grea...
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05/06/2022
Revisiting Pretraining for Semi-Supervised Learning in the Low-Label Regime
Semi-supervised learning (SSL) addresses the lack of labeled data by exp...
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01/18/2021
Label-Efficient Point Cloud Semantic Segmentation: An Active Learning Approach
Semantic segmentation of 3D point clouds relies on training deep models ...
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11/29/2018